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--- |
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title: Asset Class Comparison |
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emoji: 🔥 |
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colorFrom: blue |
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colorTo: indigo |
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sdk: streamlit |
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sdk_version: 1.44.1 |
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python_version: "3.12" |
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app_file: app.py |
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pinned: false |
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license: mit |
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short_description: An asset class comparator for my personal usecase |
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--- |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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# Asset Class Performance Comparison |
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This Streamlit app allows you to compare the performance of different asset classes over time, including stocks, bonds, gold, and fixed deposits. |
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## Features |
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- Compare multiple asset classes simultaneously |
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- Choose between USD and SGD currencies |
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- Customize investment parameters (initial amount, time period) |
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- View performance graphs and annualized returns |
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- Support for major indices and individual stocks |
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## How to Use |
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1. Select your preferred currency (USD or SGD) |
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2. Enter your initial investment amount |
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3. Choose the time period for comparison |
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4. Select the assets you want to compare |
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5. View the performance graph and returns |
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## Assets Available |
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- Fixed Deposit |
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- Gold |
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- SGS Bonds |
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- US Treasury Bonds |
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- Major Indices (NASDAQ, S&P 500, Dow Jones) |
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- Individual Stocks (Microsoft, Google, Nvidia, Apple, etc.) |
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## Technical Details |
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The app uses: |
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- Streamlit for the web interface |
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- yfinance for market data |
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- Plotly for interactive graphs |
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- Pandas for data manipulation |
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## Hosting |
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This app is hosted on Hugging Face Spaces. You can access it at [link to be added after deployment]. |
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## Local Development |
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To run locally: |
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1. Clone this repository |
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2. Install dependencies: `pip install -r requirements.txt` |
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3. Run the app: `streamlit run app.py` |
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## Project Structure |
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``` |
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asset-class-comparison/ |
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├── app.py # Main Streamlit application |
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├── requirements.txt # Python dependencies |
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├── README.md # This file |
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└── utils/ # Utility functions |
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├── yfinance_utils.py # yfinance data fetching utilities |
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├── currency_utils.py # Currency conversion utilities |
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└── fd_utils.py # Fixed deposit calculation utilities |
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``` |
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## Contributing |
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Contributions are welcome! Please feel free to submit a Pull Request. |
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## License |
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This project is licensed under the MIT License - see the LICENSE file for details. |
